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Dropout is an effective regularization method for deep learning tasks. Several variants of dropout based on sampling with different distributions have been proposed individually and have shown good generalization performance on various learning tasks ...
Lei Liu +4 more
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Academic Emotions and Regulation Strategies: Interaction with Higher Education Dropout Ideation
(1) Introduction: This article addresses the relationship between students’ emotional experiences—mediated by their regulation strategies—and their intention of dropping out. (2) Materials and Methods: An ad hoc questionnaire was designed based on Pekrun’
Daniel Enguídanos +4 more
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Neural Network Algorithm with Dropout Using Elite Selection
A neural network algorithm is a meta-heuristic algorithm inspired by an artificial neural network, which has a strong global search ability and can be used to solve global optimization problems.
Yong Wang, Kunzhao Wang, Gaige Wang
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Compliance to Continuous Positive Airway Pressure therapy in patients with obstructive sleep apnea – long-term assessment [PDF]
Introduction: To assess CPAP acquirement, compliance, and dropout rates among OSA patients three years after the prescription. Material and Methods: We assessed CPAP acquirement (Acq), compliance (Comp), and dropout (Dout) through a telephone ...
Josefina Pascua +4 more
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Accepted by ...
Xu Shen +4 more
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Electron dropout echoes induced by interplanetary shock: Van Allen Probes observations
On 23 November 2012, a sudden dropout of the relativistic electron flux was observed after an interplanetary shock arrival. The dropout peaks at ∼1 MeV and more than 80% of the electrons disappeared from the drift shell.
Y. X. Hao +10 more
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Assessing the Role of the Coach in Terms of Dropping out from Youth Sports
Much of international research deals with the subject, so we can say that probably one of the most important issues in the field of youth education today is to explore the causes of early drop-out from organised sport.
Zsolt Szakál
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From participation to dropout [PDF]
The academic e-learning practice has to deal with various participation patterns and types of online learners with different support needs. The online instructors are challenged to recognize these and react accordingly.
Aragon +29 more
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Persistence and Dropout in Higher Online Education: Review and Categorization of Factors
Online learning is becoming more popular with the maturity of social and educational technologies. In the COVID-19 era, it has become one of the most utilized ways to continue academic pursuits.
Umair Uddin Shaikh, Zaheeruddin Asif
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Dropout is used as a practical tool to obtain uncertainty estimates in large vision models and reinforcement learning (RL) tasks. But to obtain well-calibrated uncertainty estimates, a grid-search over the dropout probabilities is necessary - a prohibitive operation with large models, and an impossible one with RL.
Gal, Y, Hron, J, Kendall, A
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